Title: Multi-Class Classification of Alzheimer's/Dementia using Deep Learning: Advanced Deep Learning Techniques for Early Detection of Alzheimer's and Dementia via Multi-Class Classification
Publisher: LAP LAMBERT Academic Publishing
Publication Date: 2025
Language: English
ISBN 10: 6208435390
ISBN 13: 9786208435394
Binding: Soft cover
Condition: New

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Synopsis

This book explores Deep Learning strategies to overcome the challenges of Class Imbalance, Multi-Class Classification, and Multi-Modality Issues in Alzheimer's Disease and Dementia diagnosis. It introduces optimized neural models with better data enhancement techniques to improve the classification accuracy, supporting early and precise detection using MRI, PET, Genetical and Clinical data.This book serves as a detailed guide for researchers, data scientists, and healthcare experts focusing on AI-based Alzheimer’s detection. It offers insights into building advanced, efficient, and scalable diagnostic models for neurodegenerative diseases, helping improve accuracy and reliability in early diagnosis.

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